Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9539715 0.7985029 0.4778328
bt 0.8256627 0.5077269 0.2290454
maxnet 0.8038229 0.4774850 NA
gam 0.8191031 0.5225922 0.2530216
glm 0.7521560 0.4804947 0.1602835

Variable Importance

Partial Dependence